Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise.

Haotian Ye James Zou Linjun Zhang

Published in: AISTATS (2023)

Keyphrases

learning process
active learning
learning systems
feature representation
learning algorithm
knowledge acquisition
supervised learning
noisy data
signal to noise ratio
learning scenarios
incremental learning
learning scheme
dynamic bayesian networks